Language Modeling

Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021 Text Augmentation for Language Models in High Error Recognition Scenario Interspeech 2021 Text Detoxification using Large Pre-trained Neural Models EMNLP 2021 The Acceptability Delta Criterion: Testing Knowledge of Language using the Gradience of Sentence Acceptability EMNLP 2021 The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models ACL 2021 The Flipped Classroom model for teaching Conditional Random Fields in an NLP course NAACL 2021 The Impact of Positional Encodings on Multilingual Compression EMNLP 2021 The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation EMNLP 2021 Time-Efficient Code Completion Model for the R Programming Language ACL 2021 Towards Understanding and Mitigating Social Biases in Language Models ICML 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Trading Off Diversity and Quality in Natural Language Generation EACL 2021 TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021 Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021 ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 EMNLP 2021 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021 Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021 Value-aware Approximate Attention EMNLP 2021 VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer NeurIPS 2021 WARP: Word-level Adversarial ReProgramming ACL 2021 “Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models EMNLP 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What Can a Generative Language Model Answer About a Passage? EMNLP 2021 What Context Features Can Transformer Language Models Use? ACL 2021